Python-Tensorflow实现SpatialAsDeepSpatialCNNforTrafficSceneUnderstandingAAAI2018

Tensorflow implementation of "Spatial As Deep: Spatial CNN for Traffic Scene Understanding" (AAAI 2018)

%% Calculate overall Fmeasure from each scenarios
clc; clear; close all;

allFile = ‘output/vgg_SCNN_DULR_w9_iou0.5.txt‘;

all = textread（allFile‘%s‘）;
TP = 0;
FP = 0;
FN = 0;

for i=1:9
   tpline = （i-1）*14+4;
   tp = str2double（all（tpline））;
   fp = str2double（all（tpline+2））;
   fn = str2double（all（tpline+4））;
   TP = TP + tp;
   FP = FP + fp;
   FN = FN + fn;
end

P = TP/（TP + FP）
R = TP/（TP + FN）
F = 2*P*R/（P + R）*100

 属性            大小     日期    时间   名称
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     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\
     文件          10  2019-08-07 12:09  Codes-for-Lane-Detection-master\.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\
     文件        1528  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\LICENSE
     文件        1475  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\ParallelCriterion2.lua
     文件        2409  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\README.md
     文件        1988  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\checkpoints.lua
     文件        5288  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\dataloader.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\
     文件        1990  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\README.md
     目录        2318  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\\
     文件        2010  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\cifar10-gen.lua
     文件        1349  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\cifar10.lua
     文件        2081  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\cifar100-gen.lua
     文件        1665  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\cifar100.lua
     文件        3893  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\imagenet-gen.lua
     文件        2797  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\imagenet.lua
     文件         993  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\init.lua
     文件        3704  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\lane-gen.lua
     文件        2264  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\lane.lua
     文件        2541  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\laneTest-gen.lua
     文件        1956  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\laneTest.lua
     文件       10995  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\datasets\transforms.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\
     文件        4509  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\SCNN-gen.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\vgg\
     文件          71  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\vgg\.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\vgg_SCNN_DULR_w9\
     文件          71  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\models\vgg_SCNN_DULR_w9\.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master\ENet-Label-Torch\experiments\predicts\
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